From "Generalist" Chatbots to Specialized Experts: The Aissi Case Study š
The era of generic AI assistants is fading. Users no longer want vague answers - they want experts. Partnering with Mindspo Pte, we developed Aissi - a mobile app that transforms artificial intelligence into a dedicated team of specialized professionals.
The Challenge: Most AI tools lose context when switching topics and are difficult to use "on the go." Our mission was to build a product as effective behind the wheel as it is in the office, ensuring a seamless, 100% hands-free experience.
What the cre8 Team Delivered:
š¹ "Concierge" Logic: We implemented a smart routing system. The assistant identifies the user's intent and automatically pulls in the relevant LLM persona (whether it's a fitness coach or a professional chef) while maintaining a fluid conversation.
š¹ Voice-First Interface: Designed for low-attention environments. We utilized a high-contrast dark theme and a "frosted glass" aesthetic to ensure perfect readability during night-time driving.
š¹ Scalable Architecture: We built a design system ready for rapid growth. The client can scale to 50+ new experts without additional design intervention - the UI adapts dynamically.
š¹ Engineering Alignment: We mapped out detailed logic flows for "handshake" moments between AI models. This ensures transitions feel human and reliable, eliminating the "robotic" friction common in complex interfaces.
Key Achievements & Results:
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53 high-fidelity screens covering every aspect of the user journey.
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A modular framework ready to support 50+ specialized agents instantly.
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Full hands-free navigation with real-time transcription and voice-to-text sync.
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A production-ready design ecosystem delivered as a strategic business asset.
The result? A platform that bridges the gap between complex technology and human needs, providing accuracy and safety without compromise.